FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions.
Sebastian SchelterYuxuan HeJatin KhilnaniJulia StoyanovichPublished in: EDBT (2020)
Keyphrases
- data sets
- data collection
- data processing
- raw data
- database
- training data
- historical data
- experimental data
- synthetic data
- computer systems
- image data
- data analysis
- probability distribution
- high quality
- high dimensional data
- data distribution
- original data
- complex data
- data sources
- data structure
- decision trees
- empirical studies
- statistical analysis
- website
- information systems
- search engine
- databases